Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 12444 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 3 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 12.1 MiB |
| Average record size in memory | 1016.2 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 18 |
| Text | 1 |
| Dataset has 3 (< 0.1%) duplicate rows | Duplicates |
AreaType_Carpet Area is highly overall correlated with AreaType_Super Built-up Area | High correlation |
AreaType_Super Built-up Area is highly overall correlated with AreaType_Carpet Area | High correlation |
No_Bathroom is highly overall correlated with No_Bedroom and 3 other fields | High correlation |
No_Bedroom is highly overall correlated with No_Bathroom and 2 other fields | High correlation |
Overlooking_NA is highly overall correlated with Overlooking_park/garden | High correlation |
Overlooking_club is highly overall correlated with Overlooking_pool | High correlation |
Overlooking_park/garden is highly overall correlated with Overlooking_NA | High correlation |
Overlooking_pool is highly overall correlated with Overlooking_club | High correlation |
Price_in_Crore is highly overall correlated with No_Bathroom and 3 other fields | High correlation |
floor_number is highly overall correlated with total_floors | High correlation |
given_area_in_sqft is highly overall correlated with No_Bathroom and 2 other fields | High correlation |
price_Per_Sqft_converted is highly overall correlated with Price_in_Crore | High correlation |
servant room is highly overall correlated with No_Bathroom | High correlation |
total_floors is highly overall correlated with floor_number | High correlation |
AreaType_Built-up Area is highly imbalanced (70.7%) | Imbalance |
Overlooking_sea facing is highly imbalanced (56.3%) | Imbalance |
Overlooking_lake facing is highly imbalanced (99.8%) | Imbalance |
Overlooking_NA is highly imbalanced (66.5%) | Imbalance |
Facing has 4021 (32.3%) zeros | Zeros |
floor_number has 276 (2.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-05 10:40:44.019914 |
|---|---|
| Analysis finished | 2024-11-05 10:41:28.045422 |
| Duration | 44.03 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
Facing
Real number (ℝ)
Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3475571 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 4021 |
| Zeros (%) | 32.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9737858 |
|---|---|
| Coefficient of variation (CV) | 0.84078287 |
| Kurtosis | -1.2198827 |
| Mean | 2.3475571 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.12893073 |
| Sum | 29213 |
| Variance | 3.8958302 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 4 | 4353 | |
| 0 | 4021 | |
| 2 | 1816 | |
| 1 | 754 | 6.1% |
| 5 | 561 | 4.5% |
| 3 | 406 | 3.3% |
| 6 | 339 | 2.7% |
| 7 | 194 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 4021 | |
| 1 | 754 | 6.1% |
| 2 | 1816 | |
| 3 | 406 | 3.3% |
| 4 | 4353 | |
| 5 | 561 | 4.5% |
| 6 | 339 | 2.7% |
| 7 | 194 | 1.6% |
| Value | Count | Frequency (%) |
| 7 | 194 | 1.6% |
| 6 | 339 | 2.7% |
| 5 | 561 | 4.5% |
| 4 | 4353 | |
| 3 | 406 | 3.3% |
| 2 | 1816 | |
| 1 | 754 | 6.1% |
| 0 | 4021 |
No_Bedroom
Real number (ℝ)
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0699936 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.74207407 |
|---|---|
| Coefficient of variation (CV) | 0.24171844 |
| Kurtosis | 0.32977096 |
| Mean | 3.0699936 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.16482178 |
| Sum | 38203 |
| Variance | 0.55067392 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 3 | 6787 | |
| 4 | 2903 | |
| 2 | 2376 | 19.1% |
| 5 | 246 | 2.0% |
| 1 | 109 | 0.9% |
| 6 | 22 | 0.2% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 109 | 0.9% |
| 2 | 2376 | 19.1% |
| 3 | 6787 | |
| 4 | 2903 | |
| 5 | 246 | 2.0% |
| 6 | 22 | 0.2% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 6 | 22 | 0.2% |
| 5 | 246 | 2.0% |
| 4 | 2903 | |
| 3 | 6787 | |
| 2 | 2376 | 19.1% |
| 1 | 109 | 0.9% |
No_Bathroom
Real number (ℝ)
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3445034 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0826978 |
|---|---|
| Coefficient of variation (CV) | 0.32372453 |
| Kurtosis | 0.49847956 |
| Mean | 3.3445034 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.60882987 |
| Sum | 41619 |
| Variance | 1.1722345 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 3 | 4584 | |
| 4 | 3446 | |
| 2 | 2671 | |
| 5 | 1157 | 9.3% |
| 6 | 376 | 3.0% |
| 1 | 131 | 1.1% |
| 7 | 64 | 0.5% |
| 8 | 14 | 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 131 | 1.1% |
| 2 | 2671 | |
| 3 | 4584 | |
| 4 | 3446 | |
| 5 | 1157 | 9.3% |
| 6 | 376 | 3.0% |
| 7 | 64 | 0.5% |
| 8 | 14 | 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 14 | 0.1% |
| 7 | 64 | 0.5% |
| 6 | 376 | 3.0% |
| 5 | 1157 | 9.3% |
| 4 | 3446 | |
| 3 | 4584 | |
| 2 | 2671 | |
| 1 | 131 | 1.1% |
No_Balcony
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 4 | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 | 14 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 4947 | |
| 3 | 4353 | |
| 2 | 2547 | |
| 1 | 583 | 4.7% |
| 0 | 14 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 4947 | |
| 3 | 4353 | |
| 2 | 2547 | |
| 1 | 583 | 4.7% |
| 0 | 14 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 4947 | |
| 3 | 4353 | |
| 2 | 2547 | |
| 1 | 583 | 4.7% |
| 0 | 14 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 4947 | |
| 3 | 4353 | |
| 2 | 2547 | |
| 1 | 583 | 4.7% |
| 0 | 14 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 4947 | |
| 3 | 4353 | |
| 2 | 2547 | |
| 1 | 583 | 4.7% |
| 0 | 14 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 4947 | |
| 3 | 4353 | |
| 2 | 2547 | |
| 1 | 583 | 4.7% |
| 0 | 14 | 0.1% |
Corner_Property
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 8207 | |
| 0 | 4237 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 8207 | |
| 0 | 4237 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 8207 | |
| 0 | 4237 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8207 | |
| 0 | 4237 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8207 | |
| 0 | 4237 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8207 | |
| 0 | 4237 |
Furnishing
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 729.3 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | 884 |
| 0.0 | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 9399 | |
| 3.0 | 2157 | 17.3% |
| 1.0 | 884 | 7.1% |
| 0.0 | 4 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 9399 | |
| 3.0 | 2157 | 17.3% |
| 1.0 | 884 | 7.1% |
| 0.0 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12448 | |
| . | 12444 | |
| 2 | 9399 | |
| 3 | 2157 | 5.8% |
| 1 | 884 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 37332 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12448 | |
| . | 12444 | |
| 2 | 9399 | |
| 3 | 2157 | 5.8% |
| 1 | 884 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 37332 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12448 | |
| . | 12444 | |
| 2 | 9399 | |
| 3 | 2157 | 5.8% |
| 1 | 884 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 37332 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12448 | |
| . | 12444 | |
| 2 | 9399 | |
| 3 | 2157 | 5.8% |
| 1 | 884 | 2.4% |
Price_in_Crore
Real number (ℝ)
High correlation
| Distinct | 989 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4454637 |
| Minimum | 0.16 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 0.16 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1.75 |
| median | 2.47 |
| Q3 | 3.92 |
| 95-th percentile | 8.5 |
| Maximum | 85 |
| Range | 84.84 |
| Interquartile range (IQR) | 2.17 |
Descriptive statistics
| Standard deviation | 4.0861379 |
|---|---|
| Coefficient of variation (CV) | 1.1859472 |
| Kurtosis | 113.61755 |
| Mean | 3.4454637 |
| Median Absolute Deviation (MAD) | 0.97 |
| Skewness | 8.6083188 |
| Sum | 42875.35 |
| Variance | 16.696523 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.25 | 197 | 1.6% |
| 2.1 | 181 | 1.5% |
| 3.5 | 180 | 1.4% |
| 1.8 | 179 | 1.4% |
| 2.5 | 178 | 1.4% |
| 2.3 | 175 | 1.4% |
| 1.85 | 173 | 1.4% |
| 1.9 | 166 | 1.3% |
| 2.4 | 164 | 1.3% |
| 2 | 161 | 1.3% |
| Other values (979) | 10690 |
| Value | Count | Frequency (%) |
| 0.16 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.25 | 2 | |
| 0.26 | 1 | < 0.1% |
| 0.27 | 1 | < 0.1% |
| 0.28 | 2 | |
| 0.285 | 1 | < 0.1% |
| 0.29 | 3 | |
| 0.3 | 4 |
| Value | Count | Frequency (%) |
| 85 | 1 | < 0.1% |
| 75 | 2 | < 0.1% |
| 74 | 1 | < 0.1% |
| 70 | 2 | < 0.1% |
| 69 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 66.5 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 65 | 2 | < 0.1% |
| 60 | 6 |
price_Per_Sqft_converted
Real number (ℝ)
High correlation
| Distinct | 6857 |
|---|---|
| Distinct (%) | 55.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32196.086 |
| Minimum | 113 |
|---|---|
| Maximum | 3673527.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 113 |
|---|---|
| 5-th percentile | 7600 |
| Q1 | 10541 |
| median | 13529 |
| Q3 | 17842 |
| 95-th percentile | 29500 |
| Maximum | 3673527.2 |
| Range | 3673414.2 |
| Interquartile range (IQR) | 7301 |
Descriptive statistics
| Standard deviation | 182428.86 |
|---|---|
| Coefficient of variation (CV) | 5.6661813 |
| Kurtosis | 184.1412 |
| Mean | 32196.086 |
| Median Absolute Deviation (MAD) | 3477.5 |
| Skewness | 12.851088 |
| Sum | 4.0064809 × 108 |
| Variance | 3.3280289 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20000 | 64 | 0.5% |
| 10000 | 64 | 0.5% |
| 12000 | 57 | 0.5% |
| 15000 | 47 | 0.4% |
| 12500 | 42 | 0.3% |
| 16000 | 37 | 0.3% |
| 16666 | 37 | 0.3% |
| 14000 | 36 | 0.3% |
| 17000 | 36 | 0.3% |
| 11111 | 35 | 0.3% |
| Other values (6847) | 11989 |
| Value | Count | Frequency (%) |
| 113 | 1 | |
| 978 | 1 | |
| 1850 | 1 | |
| 2909 | 1 | |
| 3000 | 1 | |
| 3562 | 1 | |
| 3753 | 1 | |
| 4000 | 1 | |
| 4024 | 1 | |
| 4166 | 1 |
| Value | Count | Frequency (%) |
| 3673527.156 | 1 | |
| 3526577.028 | 1 | |
| 3519128.34 | 1 | |
| 3345128.28 | 1 | |
| 3136048.344 | 2 | |
| 3102012.576 | 1 | |
| 3047880.42 | 1 | |
| 3041658.828 | 2 | |
| 3031519.14 | 1 | |
| 3012822.072 | 1 |
given_area_in_sqft
Real number (ℝ)
High correlation
| Distinct | 1580 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2201.9491 |
| Minimum | 250 |
|---|---|
| Maximum | 59115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 250 |
|---|---|
| 5-th percentile | 903 |
| Q1 | 1550 |
| median | 1950 |
| Q3 | 2505 |
| 95-th percentile | 4038 |
| Maximum | 59115 |
| Range | 58865 |
| Interquartile range (IQR) | 955 |
Descriptive statistics
| Standard deviation | 1389.8942 |
|---|---|
| Coefficient of variation (CV) | 0.63121088 |
| Kurtosis | 287.7175 |
| Mean | 2201.9491 |
| Median Absolute Deviation (MAD) | 460 |
| Skewness | 10.309111 |
| Sum | 27401055 |
| Variance | 1931806 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2400 | 202 | 1.6% |
| 1950 | 136 | 1.1% |
| 1650 | 128 | 1.0% |
| 2150 | 124 | 1.0% |
| 2000 | 103 | 0.8% |
| 1850 | 96 | 0.8% |
| 1930 | 92 | 0.7% |
| 2450 | 88 | 0.7% |
| 1800 | 84 | 0.7% |
| 1750 | 78 | 0.6% |
| Other values (1570) | 11313 |
| Value | Count | Frequency (%) |
| 250 | 1 | < 0.1% |
| 300 | 1 | < 0.1% |
| 302 | 4 | |
| 308 | 6 | |
| 320 | 1 | < 0.1% |
| 321 | 1 | < 0.1% |
| 339 | 1 | < 0.1% |
| 342 | 2 | < 0.1% |
| 350 | 3 | |
| 351 | 4 |
| Value | Count | Frequency (%) |
| 59115 | 1 | < 0.1% |
| 34982 | 1 | < 0.1% |
| 29277 | 1 | < 0.1% |
| 20000 | 1 | < 0.1% |
| 19967 | 3 | |
| 19913 | 1 | < 0.1% |
| 19687 | 2 | |
| 19350 | 1 | < 0.1% |
| 17405 | 1 | < 0.1% |
| 15134 | 2 |
floor_number
Real number (ℝ)
High correlation Zeros
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.3961749 |
| Minimum | -2 |
|---|---|
| Maximum | 50 |
| Zeros | 276 |
| Zeros (%) | 2.2% |
| Negative | 22 |
| Negative (%) | 0.2% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 8 |
| Q3 | 12 |
| 95-th percentile | 22 |
| Maximum | 50 |
| Range | 52 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.4801632 |
|---|---|
| Coefficient of variation (CV) | 0.6896597 |
| Kurtosis | 1.9198564 |
| Mean | 9.3961749 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.1600622 |
| Sum | 116926 |
| Variance | 41.992514 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 1030 | 8.3% |
| 7 | 939 | 7.5% |
| 5 | 912 | 7.3% |
| 8 | 905 | 7.3% |
| 6 | 804 | 6.5% |
| 9 | 737 | 5.9% |
| 2 | 721 | 5.8% |
| 4 | 712 | 5.7% |
| 3 | 694 | 5.6% |
| 12 | 660 | 5.3% |
| Other values (40) | 4330 |
| Value | Count | Frequency (%) |
| -2 | 4 | < 0.1% |
| -1 | 18 | 0.1% |
| 0 | 276 | 2.2% |
| 1 | 473 | |
| 2 | 721 | |
| 3 | 694 | |
| 4 | 712 | |
| 5 | 912 | |
| 6 | 804 | |
| 7 | 939 |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 45 | 3 | |
| 42 | 1 | < 0.1% |
| 41 | 2 | < 0.1% |
| 40 | 5 | |
| 39 | 4 | |
| 38 | 2 | < 0.1% |
total_floors
Real number (ℝ)
High correlation
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.011009 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 19 |
| Q3 | 29 |
| 95-th percentile | 39 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 9.9808766 |
|---|---|
| Coefficient of variation (CV) | 0.4750308 |
| Kurtosis | -0.34178555 |
| Mean | 21.011009 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.34295173 |
| Sum | 261461 |
| Variance | 99.617897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14 | 1577 | 12.7% |
| 19 | 770 | 6.2% |
| 4 | 725 | 5.8% |
| 18 | 669 | 5.4% |
| 32 | 551 | 4.4% |
| 12 | 500 | 4.0% |
| 29 | 493 | 4.0% |
| 24 | 483 | 3.9% |
| 17 | 469 | 3.8% |
| 30 | 424 | 3.4% |
| Other values (44) | 5783 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 100 | 0.8% |
| 3 | 96 | 0.8% |
| 4 | 725 | |
| 5 | 41 | 0.3% |
| 6 | 9 | 0.1% |
| 7 | 47 | 0.4% |
| 8 | 75 | 0.6% |
| 9 | 127 | 1.0% |
| Value | Count | Frequency (%) |
| 60 | 2 | < 0.1% |
| 59 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 51 | 45 | |
| 49 | 1 | < 0.1% |
| 48 | 12 | 0.1% |
| 47 | 61 | |
| 46 | 3 | < 0.1% |
| 45 | 18 | 0.1% |
| 44 | 2 | < 0.1% |
AreaType_Built-up Area
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 0 | |
|---|---|
| 1 | 643 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11801 | |
| 1 | 643 | 5.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11801 | |
| 1 | 643 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11801 | |
| 1 | 643 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11801 | |
| 1 | 643 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11801 | |
| 1 | 643 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11801 | |
| 1 | 643 | 5.2% |
AreaType_Carpet Area
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10596 | |
| 1 | 1848 | 14.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10596 | |
| 1 | 1848 | 14.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10596 | |
| 1 | 1848 | 14.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10596 | |
| 1 | 1848 | 14.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10596 | |
| 1 | 1848 | 14.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10596 | |
| 1 | 1848 | 14.9% |
AreaType_Super Built-up Area
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 9953 | |
| 0 | 2491 | 20.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9953 | |
| 0 | 2491 | 20.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9953 | |
| 0 | 2491 | 20.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 9953 | |
| 0 | 2491 | 20.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 9953 | |
| 0 | 2491 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 9953 | |
| 0 | 2491 | 20.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| 1 | 2964 | 23.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| 1 | 2964 | 23.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| 1 | 2964 | 23.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| 1 | 2964 | 23.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| 1 | 2964 | 23.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| 1 | 2964 | 23.8% |
servant room
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6461 | |
| 0 | 5983 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6461 | |
| 0 | 5983 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6461 | |
| 0 | 5983 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6461 | |
| 0 | 5983 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6461 | |
| 0 | 5983 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6461 | |
| 0 | 5983 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11021 | |
| 1 | 1423 | 11.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11021 | |
| 1 | 1423 | 11.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11021 | |
| 1 | 1423 | 11.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11021 | |
| 1 | 1423 | 11.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11021 | |
| 1 | 1423 | 11.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11021 | |
| 1 | 1423 | 11.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9621 | |
| 1 | 2823 | 22.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9621 | |
| 1 | 2823 | 22.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9621 | |
| 1 | 2823 | 22.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9621 | |
| 1 | 2823 | 22.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9621 | |
| 1 | 2823 | 22.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9621 | |
| 1 | 2823 | 22.7% |
Overlooking_others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7218 | |
| 1 | 5226 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7218 | |
| 1 | 5226 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7218 | |
| 1 | 5226 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7218 | |
| 1 | 5226 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7218 | |
| 1 | 5226 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7218 | |
| 1 | 5226 |
Overlooking_main road
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 8481 | |
| 0 | 3963 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 8481 | |
| 0 | 3963 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 8481 | |
| 0 | 3963 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8481 | |
| 0 | 3963 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8481 | |
| 0 | 3963 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8481 | |
| 0 | 3963 |
Overlooking_sea facing
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 0 | |
|---|---|
| 1 | 1123 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11321 | |
| 1 | 1123 | 9.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11321 | |
| 1 | 1123 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11321 | |
| 1 | 1123 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11321 | |
| 1 | 1123 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11321 | |
| 1 | 1123 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11321 | |
| 1 | 1123 | 9.0% |
Overlooking_club
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 8321 | |
| 0 | 4123 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 8321 | |
| 0 | 4123 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 8321 | |
| 0 | 4123 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8321 | |
| 0 | 4123 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8321 | |
| 0 | 4123 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8321 | |
| 0 | 4123 |
Overlooking_park/garden
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10506 | |
| 0 | 1938 | 15.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 10506 | |
| 0 | 1938 | 15.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10506 | |
| 0 | 1938 | 15.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10506 | |
| 0 | 1938 | 15.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10506 | |
| 0 | 1938 | 15.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10506 | |
| 0 | 1938 | 15.6% |
Overlooking_pool
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 8108 | |
| 0 | 4336 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 8108 | |
| 0 | 4336 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 8108 | |
| 0 | 4336 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8108 | |
| 0 | 4336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8108 | |
| 0 | 4336 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8108 | |
| 0 | 4336 |
Overlooking_lake facing
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 0 | |
|---|---|
| 1 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12442 | |
| 1 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12442 | |
| 1 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12442 | |
| 1 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12442 | |
| 1 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12442 | |
| 1 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12442 | |
| 1 | 2 | < 0.1% |
Overlooking_NA
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 705.0 KiB |
| 0 | |
|---|---|
| 1 | 772 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11672 | |
| 1 | 772 | 6.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11672 | |
| 1 | 772 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11672 | |
| 1 | 772 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11672 | |
| 1 | 772 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11672 | |
| 1 | 772 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11672 | |
| 1 | 772 | 6.2% |
flat_age
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7767599 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1143652 |
|---|---|
| Coefficient of variation (CV) | 0.40131853 |
| Kurtosis | -0.56822589 |
| Mean | 2.7767599 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.078829378 |
| Sum | 34554 |
| Variance | 1.2418098 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 5443 | |
| 1 | 2270 | |
| 4 | 2124 | 17.1% |
| 2 | 1860 | 14.9% |
| 5 | 743 | 6.0% |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2270 | |
| 2 | 1860 | 14.9% |
| 3 | 5443 | |
| 4 | 2124 | 17.1% |
| 5 | 743 | 6.0% |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 4 | < 0.1% |
| 5 | 743 | 6.0% |
| 4 | 2124 | 17.1% |
| 3 | 5443 | |
| 2 | 1860 | 14.9% |
| 1 | 2270 |
sector_num
Real number (ℝ)
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.685712 |
| Minimum | 1 |
|---|---|
| Maximum | 113 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 56 |
| median | 71 |
| Q3 | 93 |
| 95-th percentile | 110 |
| Maximum | 113 |
| Range | 112 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 24.991909 |
|---|---|
| Coefficient of variation (CV) | 0.33916899 |
| Kurtosis | -0.54070964 |
| Mean | 73.685712 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.29378002 |
| Sum | 916945 |
| Variance | 624.5955 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102 | 576 | 4.6% |
| 37 | 560 | 4.5% |
| 65 | 475 | 3.8% |
| 70 | 416 | 3.3% |
| 67 | 412 | 3.3% |
| 47 | 326 | 2.6% |
| 106 | 325 | 2.6% |
| 113 | 323 | 2.6% |
| 69 | 306 | 2.5% |
| 104 | 299 | 2.4% |
| Other values (79) | 8426 |
| Value | Count | Frequency (%) |
| 1 | 11 | 0.1% |
| 2 | 95 | |
| 3 | 29 | 0.2% |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 5 | < 0.1% |
| 15 | 2 | < 0.1% |
| 18 | 2 | < 0.1% |
| 22 | 21 | 0.2% |
| Value | Count | Frequency (%) |
| 113 | 323 | |
| 112 | 77 | 0.6% |
| 111 | 217 | |
| 110 | 95 | 0.8% |
| 109 | 202 | |
| 108 | 255 | |
| 107 | 160 | |
| 106 | 325 | |
| 105 | 1 | < 0.1% |
| 104 | 299 |
luxury_score
Real number (ℝ)
| Distinct | 178 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.55681 |
| Minimum | 0 |
|---|---|
| Maximum | 189 |
| Zeros | 9 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 80 |
| median | 118 |
| Q3 | 164 |
| 95-th percentile | 189 |
| Maximum | 189 |
| Range | 189 |
| Interquartile range (IQR) | 84 |
Descriptive statistics
| Standard deviation | 46.919071 |
|---|---|
| Coefficient of variation (CV) | 0.39244163 |
| Kurtosis | -1.1451114 |
| Mean | 119.55681 |
| Median Absolute Deviation (MAD) | 40.5 |
| Skewness | -0.054026202 |
| Sum | 1487765 |
| Variance | 2201.3992 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 189 | 895 | 7.2% |
| 182 | 694 | 5.6% |
| 42 | 271 | 2.2% |
| 77 | 181 | 1.5% |
| 83 | 179 | 1.4% |
| 186 | 158 | 1.3% |
| 91 | 157 | 1.3% |
| 71 | 155 | 1.2% |
| 106 | 154 | 1.2% |
| 78 | 148 | 1.2% |
| Other values (168) | 9452 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 6 | 2 | < 0.1% |
| 9 | 7 | |
| 10 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 3 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 4 | < 0.1% |
| 17 | 11 | |
| 18 | 14 |
| Value | Count | Frequency (%) |
| 189 | 895 | |
| 186 | 158 | 1.3% |
| 185 | 27 | 0.2% |
| 184 | 50 | 0.4% |
| 183 | 44 | 0.4% |
| 182 | 694 | |
| 181 | 87 | 0.7% |
| 180 | 71 | 0.6% |
| 179 | 119 | 1.0% |
| 178 | 49 | 0.4% |
Text_info
Text
| Distinct | 11490 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 MiB |
Length
| Max length | 5428 |
|---|---|
| Median length | 1479 |
| Mean length | 697.92768 |
| Min length | 78 |
Unique
| Unique | 11017 ? |
|---|---|
| Unique (%) | 88.5% |
Sample
| 1st row | Green court society, which is bang on 60-Meter road and near to dwarka expressway, so overall connectivity is good. The society is surrounded by luxury dlf projects. It has lots of parking space (First come basis) and ample green areas. The infrastructure is well maintained and floor layouts are good. 100% power backup is available. ashiana homes green court ['Baba Kanala Chowk', 'Pataudi Rd', 'Gurukul Preschool', 'Yaduvanshi Shiksha Niketan', 'Bharat Ram Global School', 'RPS International School', 'ICICI ATM', 'Silver Streak Hospital', 'Arc Multi Speciality', 'Sanjeevani Hospital', 'HDFC Bank', 'Sai Sports Club cricket ground', 'Nawada Cricket Accadmy', 'HP PETROL PUMP Unnamed Rd', 'INOX Cinema'] |
|---|---|
| 2nd row | Green court society, which is bang on 60-Meter road and near to dwarka expressway, so overall connectivity is good. The society is surrounded by luxury dlf projects. It has lots of parking space (First come basis) and ample green areas. The infrastructure is well maintained and floor layouts are good. 100% power backup is available. ashiana homes green court ['Baba Kanala Chowk', 'Pataudi Rd', 'Gurukul Preschool', 'Yaduvanshi Shiksha Niketan', 'Bharat Ram Global School', 'RPS International School', 'ICICI ATM', 'Silver Streak Hospital', 'Arc Multi Speciality', 'Sanjeevani Hospital', 'HDFC Bank', 'Sai Sports Club cricket ground', 'Nawada Cricket Accadmy', 'HP PETROL PUMP Unnamed Rd', 'INOX Cinema'] |
| 3rd row | Available for sale 2 bhk semi furnished in pyramid urban homes sector 70a gurgaon full wood work in all bedrooms modular kitchen walking to market mall etc dbn group pyramid urban homes ['Airia Mall', 'Sohna Road', "St. Angel's Global, Sector 70 A", 'Sparsh Hospital', 'Indira Gandhi International Airport', 'Universal Business Park', 'Lemon Tree Hotel, Sohna Road', 'De Adventure Park', 'SkyJumper Trampoline Park'] |
| 4th row | Looking for a 2 bhk property for sale in gurgaon? Buy this 2 bhk flat in m3m the marina that is situated in sector 68 gurgaon. This residential flat is east-Facing direction. Constructed on a super built up area of 1260 sq.Ft., the flat comprises 2 bedroom(s), 2 bathrooms and 2 balconies. The flat has a total of 20 floors and this property is situated on 9th floor. Being a ready to move project, you can expect immediate possession of this 0-1 year old property. The floor of this flat is beautifully designed using wood flooring, giving the flat an alluring look. The flat will offer a modern lifestyle as it is presented with many of the amenities such as swimming pool, club house / community center, cctv surveillance, fitness centre / gym, park, lift(s), maintenance staff and visitor parking. The residential project is well equipped to meet all your water needs through access to municipal corporation and borewell/tank supply. shree shyam properties m3m the marina ['Airia Mall', 'Southern Peripheral Road', 'Sohna Road', 'Alpine Convent\xa0School', 'MKD Hospital', 'Indira Gandhi International Airport', 'Bhondsi Nature Park', 'Lemon Tree Hotel, Sohna Road', 'De Adventure Park', 'PVR Drive in Theatre'] |
| 5th row | This 2 bhk apartment is available for sale in m3m woodshire, one of the most prominent projects for flats in sector 107 gurgaon. The flat is north-Facing. The floor plan additionally contains 2 bedroom(s), 2 bathrooms and more than 3 balconies. All in all, the flat is spread over a super built up area of 1366 sq.Ft. The flat has a total of 14 floors and this property is situated on 1st floor. This 1-5 years old property is available for immediate possession as the project is ready to move. The spartex flooring of this flat is beautifully designed and helps to give it a pleasing look. The flat will offer a modern lifestyle as it is presented with many of the amenities such as swimming pool, security personnel, maintenance staff, shopping centre, club house / community center, cctv surveillance, fitness centre / gym, park and lift(s). Municipal corporation provides a regular supply of water to this residential project. jbm buildtech pvt ltd m3m woodshire ['Signum 107', 'Nora Solomon Medicenter', 'Indira Gandhi International Airport', 'The Shikshiyan School', 'Najafgarh Jheel Bird Sanctuary', 'Skylark Cricket Academy'] |
| Value | Count | Frequency (%) |
| the | 39084 | 3.0% |
| is | 26527 | 2.1% |
| of | 25482 | 2.0% |
| gurgaon | 24880 | 1.9% |
| in | 23056 | 1.8% |
| this | 20939 | 1.6% |
| flat | 20208 | 1.6% |
| and | 19796 | 1.5% |
| a | 19414 | 1.5% |
| sector | 17539 | 1.4% |
| Other values (11888) | 1045622 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1266961 | ||
| a | 655053 | 7.5% |
| e | 534707 | 6.2% |
| t | 491743 | 5.7% |
| o | 489220 | 5.6% |
| i | 477948 | 5.5% |
| r | 474552 | 5.5% |
| n | 436591 | 5.0% |
| s | 365998 | 4.2% |
| ' | 345186 | 4.0% |
| Other values (88) | 3147053 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8685012 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1266961 | ||
| a | 655053 | 7.5% |
| e | 534707 | 6.2% |
| t | 491743 | 5.7% |
| o | 489220 | 5.6% |
| i | 477948 | 5.5% |
| r | 474552 | 5.5% |
| n | 436591 | 5.0% |
| s | 365998 | 4.2% |
| ' | 345186 | 4.0% |
| Other values (88) | 3147053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8685012 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1266961 | ||
| a | 655053 | 7.5% |
| e | 534707 | 6.2% |
| t | 491743 | 5.7% |
| o | 489220 | 5.6% |
| i | 477948 | 5.5% |
| r | 474552 | 5.5% |
| n | 436591 | 5.0% |
| s | 365998 | 4.2% |
| ' | 345186 | 4.0% |
| Other values (88) | 3147053 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8685012 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1266961 | ||
| a | 655053 | 7.5% |
| e | 534707 | 6.2% |
| t | 491743 | 5.7% |
| o | 489220 | 5.6% |
| i | 477948 | 5.5% |
| r | 474552 | 5.5% |
| n | 436591 | 5.0% |
| s | 365998 | 4.2% |
| ' | 345186 | 4.0% |
| Other values (88) | 3147053 |
Interactions
Correlations
| AreaType_Built-up Area | AreaType_Carpet Area | AreaType_Super Built-up Area | Corner_Property | Facing | Furnishing | No_Balcony | No_Bathroom | No_Bedroom | Overlooking_NA | Overlooking_club | Overlooking_lake facing | Overlooking_main road | Overlooking_others | Overlooking_park/garden | Overlooking_pool | Overlooking_sea facing | Price_in_Crore | flat_age | floor_number | given_area_in_sqft | luxury_score | pooja room | price_Per_Sqft_converted | sector_num | servant room | store room | study room | total_floors | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AreaType_Built-up Area | 1.000 | 0.097 | 0.466 | 0.029 | 0.066 | 0.007 | 0.031 | 0.041 | 0.041 | 0.009 | 0.005 | 0.000 | 0.008 | 0.000 | 0.024 | 0.023 | 0.038 | 0.010 | 0.084 | 0.064 | 0.000 | 0.044 | 0.101 | 0.000 | 0.055 | 0.016 | 0.062 | 0.090 | 0.122 |
| AreaType_Carpet Area | 0.097 | 1.000 | 0.834 | 0.108 | 0.027 | 0.038 | 0.170 | 0.164 | 0.138 | 0.116 | 0.115 | 0.000 | 0.025 | 0.021 | 0.077 | 0.111 | 0.000 | 0.000 | 0.094 | 0.180 | 0.018 | 0.207 | 0.011 | 0.207 | 0.069 | 0.124 | 0.000 | 0.021 | 0.238 |
| AreaType_Super Built-up Area | 0.466 | 0.834 | 1.000 | 0.079 | 0.016 | 0.025 | 0.141 | 0.156 | 0.115 | 0.095 | 0.096 | 0.000 | 0.029 | 0.015 | 0.053 | 0.084 | 0.022 | 0.007 | 0.120 | 0.180 | 0.005 | 0.178 | 0.042 | 0.178 | 0.072 | 0.120 | 0.036 | 0.070 | 0.265 |
| Corner_Property | 0.029 | 0.108 | 0.079 | 1.000 | 0.066 | 0.036 | 0.087 | 0.038 | 0.029 | 0.306 | 0.313 | 0.006 | 0.310 | 0.206 | 0.316 | 0.318 | 0.126 | 0.013 | 0.054 | 0.046 | 0.000 | 0.314 | 0.079 | 0.000 | 0.078 | 0.057 | 0.045 | 0.050 | 0.045 |
| Facing | 0.066 | 0.027 | 0.016 | 0.066 | 1.000 | 0.048 | 0.046 | 0.010 | -0.012 | 0.089 | 0.143 | 0.000 | 0.120 | 0.088 | 0.078 | 0.088 | 0.084 | -0.038 | 0.071 | 0.011 | -0.017 | 0.028 | 0.090 | -0.039 | -0.009 | 0.055 | 0.083 | 0.075 | -0.038 |
| Furnishing | 0.007 | 0.038 | 0.025 | 0.036 | 0.048 | 1.000 | 0.053 | 0.088 | 0.081 | 0.110 | 0.083 | 0.000 | 0.040 | 0.052 | 0.095 | 0.076 | 0.016 | 0.033 | 0.060 | 0.036 | 0.000 | 0.079 | 0.042 | 0.023 | 0.109 | 0.100 | 0.015 | 0.071 | 0.070 |
| No_Balcony | 0.031 | 0.170 | 0.141 | 0.087 | 0.046 | 0.053 | 1.000 | 0.263 | 0.251 | 0.067 | 0.137 | 0.017 | 0.038 | 0.041 | 0.071 | 0.159 | 0.028 | 0.052 | 0.065 | 0.071 | 0.039 | 0.099 | 0.090 | 0.058 | 0.076 | 0.333 | 0.050 | 0.078 | 0.118 |
| No_Bathroom | 0.041 | 0.164 | 0.156 | 0.038 | 0.010 | 0.088 | 0.263 | 1.000 | 0.830 | 0.061 | 0.103 | 0.000 | 0.039 | 0.065 | 0.055 | 0.113 | 0.017 | 0.662 | 0.173 | 0.151 | 0.798 | 0.100 | 0.150 | 0.231 | -0.049 | 0.637 | 0.055 | 0.111 | 0.129 |
| No_Bedroom | 0.041 | 0.138 | 0.115 | 0.029 | -0.012 | 0.081 | 0.251 | 0.830 | 1.000 | 0.059 | 0.102 | 0.014 | 0.034 | 0.070 | 0.051 | 0.116 | 0.024 | 0.659 | 0.144 | 0.136 | 0.795 | 0.072 | 0.155 | 0.228 | -0.079 | 0.493 | 0.091 | 0.088 | 0.109 |
| Overlooking_NA | 0.009 | 0.116 | 0.095 | 0.306 | 0.089 | 0.110 | 0.067 | 0.061 | 0.059 | 1.000 | 0.365 | 0.000 | 0.376 | 0.218 | 0.598 | 0.351 | 0.080 | 0.047 | 0.039 | 0.025 | 0.029 | 0.371 | 0.069 | 0.076 | 0.032 | 0.059 | 0.024 | 0.019 | 0.038 |
| Overlooking_club | 0.005 | 0.115 | 0.096 | 0.313 | 0.143 | 0.083 | 0.137 | 0.103 | 0.102 | 0.365 | 1.000 | 0.007 | 0.481 | 0.290 | 0.462 | 0.715 | 0.156 | 0.033 | 0.169 | 0.093 | 0.022 | 0.305 | 0.116 | 0.035 | 0.152 | 0.110 | 0.044 | 0.078 | 0.200 |
| Overlooking_lake facing | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.017 | 0.000 | 0.014 | 0.000 | 0.007 | 1.000 | 0.008 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 |
| Overlooking_main road | 0.008 | 0.025 | 0.029 | 0.310 | 0.120 | 0.040 | 0.038 | 0.039 | 0.034 | 0.376 | 0.481 | 0.008 | 1.000 | 0.391 | 0.327 | 0.435 | 0.200 | 0.063 | 0.124 | 0.018 | 0.000 | 0.219 | 0.096 | 0.024 | 0.130 | 0.010 | 0.048 | 0.055 | 0.066 |
| Overlooking_others | 0.000 | 0.021 | 0.015 | 0.206 | 0.088 | 0.052 | 0.041 | 0.065 | 0.070 | 0.218 | 0.290 | 0.000 | 0.391 | 1.000 | 0.171 | 0.293 | 0.292 | 0.026 | 0.088 | 0.034 | 0.009 | 0.266 | 0.112 | 0.022 | 0.061 | 0.018 | 0.063 | 0.037 | 0.037 |
| Overlooking_park/garden | 0.024 | 0.077 | 0.053 | 0.316 | 0.078 | 0.095 | 0.071 | 0.055 | 0.051 | 0.598 | 0.462 | 0.000 | 0.327 | 0.171 | 1.000 | 0.480 | 0.121 | 0.026 | 0.049 | 0.034 | 0.025 | 0.279 | 0.094 | 0.051 | 0.056 | 0.071 | 0.037 | 0.042 | 0.063 |
| Overlooking_pool | 0.023 | 0.111 | 0.084 | 0.318 | 0.088 | 0.076 | 0.159 | 0.113 | 0.116 | 0.351 | 0.715 | 0.006 | 0.435 | 0.293 | 0.480 | 1.000 | 0.168 | 0.050 | 0.163 | 0.088 | 0.026 | 0.303 | 0.110 | 0.037 | 0.116 | 0.120 | 0.050 | 0.082 | 0.179 |
| Overlooking_sea facing | 0.038 | 0.000 | 0.022 | 0.126 | 0.084 | 0.016 | 0.028 | 0.017 | 0.024 | 0.080 | 0.156 | 0.000 | 0.200 | 0.292 | 0.121 | 0.168 | 1.000 | 0.024 | 0.073 | 0.042 | 0.000 | 0.239 | 0.010 | 0.006 | 0.061 | 0.010 | 0.109 | 0.000 | 0.052 |
| Price_in_Crore | 0.010 | 0.000 | 0.007 | 0.013 | -0.038 | 0.033 | 0.052 | 0.662 | 0.659 | 0.047 | 0.033 | 0.000 | 0.063 | 0.026 | 0.026 | 0.050 | 0.024 | 1.000 | 0.110 | 0.284 | 0.820 | 0.134 | 0.163 | 0.729 | -0.195 | 0.170 | 0.120 | 0.116 | 0.403 |
| flat_age | 0.084 | 0.094 | 0.120 | 0.054 | 0.071 | 0.060 | 0.065 | 0.173 | 0.144 | 0.039 | 0.169 | 0.000 | 0.124 | 0.088 | 0.049 | 0.163 | 0.073 | 0.110 | 1.000 | -0.064 | 0.138 | 0.003 | 0.056 | 0.029 | -0.192 | 0.153 | 0.058 | 0.176 | -0.231 |
| floor_number | 0.064 | 0.180 | 0.180 | 0.046 | 0.011 | 0.036 | 0.071 | 0.151 | 0.136 | 0.025 | 0.093 | 0.006 | 0.018 | 0.034 | 0.034 | 0.088 | 0.042 | 0.284 | -0.064 | 1.000 | 0.227 | 0.082 | 0.074 | 0.205 | 0.078 | 0.145 | 0.061 | 0.095 | 0.567 |
| given_area_in_sqft | 0.000 | 0.018 | 0.005 | 0.000 | -0.017 | 0.000 | 0.039 | 0.798 | 0.795 | 0.029 | 0.022 | 0.000 | 0.000 | 0.009 | 0.025 | 0.026 | 0.000 | 0.820 | 0.138 | 0.227 | 1.000 | 0.127 | 0.117 | 0.330 | -0.088 | 0.090 | 0.095 | 0.092 | 0.273 |
| luxury_score | 0.044 | 0.207 | 0.178 | 0.314 | 0.028 | 0.079 | 0.099 | 0.100 | 0.072 | 0.371 | 0.305 | 0.025 | 0.219 | 0.266 | 0.279 | 0.303 | 0.239 | 0.134 | 0.003 | 0.082 | 0.127 | 1.000 | 0.238 | 0.090 | 0.019 | 0.151 | 0.214 | 0.103 | 0.112 |
| pooja room | 0.101 | 0.011 | 0.042 | 0.079 | 0.090 | 0.042 | 0.090 | 0.150 | 0.155 | 0.069 | 0.116 | 0.000 | 0.096 | 0.112 | 0.094 | 0.110 | 0.010 | 0.163 | 0.056 | 0.074 | 0.117 | 0.238 | 1.000 | 0.016 | 0.067 | 0.116 | 0.260 | 0.237 | 0.080 |
| price_Per_Sqft_converted | 0.000 | 0.207 | 0.178 | 0.000 | -0.039 | 0.023 | 0.058 | 0.231 | 0.228 | 0.076 | 0.035 | 0.000 | 0.024 | 0.022 | 0.051 | 0.037 | 0.006 | 0.729 | 0.029 | 0.205 | 0.330 | 0.090 | 0.016 | 1.000 | -0.243 | 0.071 | 0.054 | 0.015 | 0.358 |
| sector_num | 0.055 | 0.069 | 0.072 | 0.078 | -0.009 | 0.109 | 0.076 | -0.049 | -0.079 | 0.032 | 0.152 | 0.000 | 0.130 | 0.061 | 0.056 | 0.116 | 0.061 | -0.195 | -0.192 | 0.078 | -0.088 | 0.019 | 0.067 | -0.243 | 1.000 | 0.159 | 0.092 | 0.083 | 0.143 |
| servant room | 0.016 | 0.124 | 0.120 | 0.057 | 0.055 | 0.100 | 0.333 | 0.637 | 0.493 | 0.059 | 0.110 | 0.000 | 0.010 | 0.018 | 0.071 | 0.120 | 0.010 | 0.170 | 0.153 | 0.145 | 0.090 | 0.151 | 0.116 | 0.071 | 0.159 | 1.000 | 0.070 | 0.034 | 0.215 |
| store room | 0.062 | 0.000 | 0.036 | 0.045 | 0.083 | 0.015 | 0.050 | 0.055 | 0.091 | 0.024 | 0.044 | 0.024 | 0.048 | 0.063 | 0.037 | 0.050 | 0.109 | 0.120 | 0.058 | 0.061 | 0.095 | 0.214 | 0.260 | 0.054 | 0.092 | 0.070 | 1.000 | 0.190 | 0.067 |
| study room | 0.090 | 0.021 | 0.070 | 0.050 | 0.075 | 0.071 | 0.078 | 0.111 | 0.088 | 0.019 | 0.078 | 0.000 | 0.055 | 0.037 | 0.042 | 0.082 | 0.000 | 0.116 | 0.176 | 0.095 | 0.092 | 0.103 | 0.237 | 0.015 | 0.083 | 0.034 | 0.190 | 1.000 | 0.166 |
| total_floors | 0.122 | 0.238 | 0.265 | 0.045 | -0.038 | 0.070 | 0.118 | 0.129 | 0.109 | 0.038 | 0.200 | 0.000 | 0.066 | 0.037 | 0.063 | 0.179 | 0.052 | 0.403 | -0.231 | 0.567 | 0.273 | 0.112 | 0.080 | 0.358 | 0.143 | 0.215 | 0.067 | 0.166 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Facing | No_Bedroom | No_Bathroom | No_Balcony | Corner_Property | Furnishing | Price_in_Crore | price_Per_Sqft_converted | given_area_in_sqft | floor_number | total_floors | AreaType_Built-up Area | AreaType_Carpet Area | AreaType_Super Built-up Area | study room | servant room | store room | pooja room | Overlooking_others | Overlooking_main road | Overlooking_sea facing | Overlooking_club | Overlooking_park/garden | Overlooking_pool | Overlooking_lake facing | Overlooking_NA | flat_age | sector_num | luxury_score | Text_info | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 2 | 2.0 | 1 | 0 | 3.0 | 0.61 | 8840.0 | 690 | 14 | 14 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 90 | 88 | Green court society, which is bang on 60-Meter road and near to dwarka expressway, so overall connectivity is good. The society is surrounded by luxury dlf projects. It has lots of parking space (First come basis) and ample green areas. The infrastructure is well maintained and floor layouts are good. 100% power backup is available. ashiana homes green court ['Baba Kanala Chowk', 'Pataudi Rd', 'Gurukul Preschool', 'Yaduvanshi Shiksha Niketan', 'Bharat Ram Global School', 'RPS International School', 'ICICI ATM', 'Silver Streak Hospital', 'Arc Multi Speciality', 'Sanjeevani Hospital', 'HDFC Bank', 'Sai Sports Club cricket ground', 'Nawada Cricket Accadmy', 'HP PETROL PUMP Unnamed Rd', 'INOX Cinema'] |
| 1 | 3.0 | 2 | 2.0 | 1 | 0 | 3.0 | 0.70 | 10144.0 | 690 | 8 | 14 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 90 | 83 | Green court society, which is bang on 60-Meter road and near to dwarka expressway, so overall connectivity is good. The society is surrounded by luxury dlf projects. It has lots of parking space (First come basis) and ample green areas. The infrastructure is well maintained and floor layouts are good. 100% power backup is available. ashiana homes green court ['Baba Kanala Chowk', 'Pataudi Rd', 'Gurukul Preschool', 'Yaduvanshi Shiksha Niketan', 'Bharat Ram Global School', 'RPS International School', 'ICICI ATM', 'Silver Streak Hospital', 'Arc Multi Speciality', 'Sanjeevani Hospital', 'HDFC Bank', 'Sai Sports Club cricket ground', 'Nawada Cricket Accadmy', 'HP PETROL PUMP Unnamed Rd', 'INOX Cinema'] |
| 2 | 4.0 | 2 | 2.0 | 1 | 1 | 2.0 | 0.71 | 8492.0 | 836 | 9 | 17 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 70 | 99 | Available for sale 2 bhk semi furnished in pyramid urban homes sector 70a gurgaon full wood work in all bedrooms modular kitchen walking to market mall etc dbn group pyramid urban homes ['Airia Mall', 'Sohna Road', "St. Angel's Global, Sector 70 A", 'Sparsh Hospital', 'Indira Gandhi International Airport', 'Universal Business Park', 'Lemon Tree Hotel, Sohna Road', 'De Adventure Park', 'SkyJumper Trampoline Park'] |
| 3 | 0.0 | 2 | 2.0 | 2 | 1 | 2.0 | 1.55 | 12301.0 | 1260 | 9 | 20 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 68 | 73 | Looking for a 2 bhk property for sale in gurgaon? Buy this 2 bhk flat in m3m the marina that is situated in sector 68 gurgaon. This residential flat is east-Facing direction. Constructed on a super built up area of 1260 sq.Ft., the flat comprises 2 bedroom(s), 2 bathrooms and 2 balconies. The flat has a total of 20 floors and this property is situated on 9th floor. Being a ready to move project, you can expect immediate possession of this 0-1 year old property. The floor of this flat is beautifully designed using wood flooring, giving the flat an alluring look. The flat will offer a modern lifestyle as it is presented with many of the amenities such as swimming pool, club house / community center, cctv surveillance, fitness centre / gym, park, lift(s), maintenance staff and visitor parking. The residential project is well equipped to meet all your water needs through access to municipal corporation and borewell/tank supply. shree shyam properties m3m the marina ['Airia Mall', 'Southern Peripheral Road', 'Sohna Road', 'Alpine Convent\xa0School', 'MKD Hospital', 'Indira Gandhi International Airport', 'Bhondsi Nature Park', 'Lemon Tree Hotel, Sohna Road', 'De Adventure Park', 'PVR Drive in Theatre'] |
| 4 | 2.0 | 2 | 2.0 | 4 | 1 | 1.0 | 1.30 | 9516.0 | 1366 | 1 | 14 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 3 | 107 | 81 | This 2 bhk apartment is available for sale in m3m woodshire, one of the most prominent projects for flats in sector 107 gurgaon. The flat is north-Facing. The floor plan additionally contains 2 bedroom(s), 2 bathrooms and more than 3 balconies. All in all, the flat is spread over a super built up area of 1366 sq.Ft. The flat has a total of 14 floors and this property is situated on 1st floor. This 1-5 years old property is available for immediate possession as the project is ready to move. The spartex flooring of this flat is beautifully designed and helps to give it a pleasing look. The flat will offer a modern lifestyle as it is presented with many of the amenities such as swimming pool, security personnel, maintenance staff, shopping centre, club house / community center, cctv surveillance, fitness centre / gym, park and lift(s). Municipal corporation provides a regular supply of water to this residential project. jbm buildtech pvt ltd m3m woodshire ['Signum 107', 'Nora Solomon Medicenter', 'Indira Gandhi International Airport', 'The Shikshiyan School', 'Najafgarh Jheel Bird Sanctuary', 'Skylark Cricket Academy'] |
| 5 | 2.0 | 2 | 2.0 | 1 | 1 | 2.0 | 0.51 | 9286.0 | 549 | 7 | 14 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 95 | 38 | Rof ananda is one of gurgaon's most sought after destination for apartments and this 2 bhk flat in sector 95 gurgaon is your opportunity to be a part of this community. The flat is north-East-Facing. The flat is over 549 sq.Ft. Carpet area and comes with 2 bedroom(s), 2 bathrooms and 1 balcony. This flat lies on the 7th level of a 14 storey building. This 1-5 years old property is available for immediate possession as the project is ready to move. The well built marble flooring enhances the aesthetic appeal of this flat. All the modern amenities such as grocery shop, fitness centre / gym, park, lift(s) and maintenance staff will make life easier for you. This residential project ensures a 24*7 water supply for its residents. philby real estate rof ananda ['Metro', 'Dwarka Expressway', 'Rajeev Chowk', 'NH8', 'KMP Expressway', 'IMT Manesar', 'ISBT', 'Hero Honda Chowk', 'IGI Airport', 'Railway Station', 'Proposed Diplomatic enclave', 'Flava', 'Spicy Salsa', "Nihar's Cafe", 'Cheeni singh restaurant'] |
| 6 | 1.0 | 2 | 2.0 | 2 | 1 | 2.0 | 0.59 | 9164.0 | 643 | 4 | 19 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 95 | 50 | This lovely 2 bhk apartment/flat in sector 95a gurgaon is available for sale in one of gurgaon's most popular projects, signature the roselia. This property faces the north-West direction. The flat occupies a carpet area of 644 sq.Ft. That consists of 2 bedrooms, 2 bathrooms and 2 balconies. The property is located on the 4th floor of a 19 floors tall building. An added advantage of this 1-5 years old flat is that it is available for immediate possession as the project is already ready to move. The beautifully designed marble flooring enhances the beauty of the flat. Many of the modern amenities being offered, like swimming pool, park, lift(s), maintenance staff and visitor parking, will provide a pleasant living experience for you. This residential project ensures a 24*7 water supply for its residents. philby real estate signature the roselia ['Sector 37 Metro Station', 'Newtown Square Mall', 'Pataudi Road', 'Yaduvanshi Shiksha Niketan', 'Gurugram University Sector 87', 'Arc Multi Speciality hospital', 'Indira Gandhi International Airport', 'Basai Dhankot Railway Station', 'IMT Manesar', 'Holiday Inn Sector 90', 'Manesar Golf Course', 'Nakhrola Stadium'] |
| 7 | 0.0 | 2 | 3.0 | 4 | 1 | 2.0 | 1.70 | 10173.0 | 1671 | 24 | 26 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 85 | 179 | This 2 bhk flat is located in ss the leaf, which houses some of the most spacious flats in sector 85 gurgaon. This is a east-Facing property. The flat is over 1671 sq.Ft. Super built up area and comes with 2 bedroom(s), 3 bathrooms and more than 3 balconies. The property is located on the 24th floor of a 26 floors tall building. An added advantage of this 1-5 years old flat is that it is available for immediate possession as the project is already ready to move. The well built marble flooring enhances the aesthetic appeal of this flat. The society complex is in the close vicinity of close to school, close to hospital and close to market, making it an ideal home for a relaxed lifestyle. The flat will offer a modern lifestyle as it is presented with many of the amenities such as swimming pool, security personnel, maintenance staff, shopping centre, club house / community center, cctv surveillance, fitness centre / gym, park, lift(s), visitor parking and water softening plant. The residential project is well equipped to meet all your water needs through access to borewell/tank supply. eternity home exchange ss the leaf ['Sapphire 83 Mall', 'Dwarka Expressway', 'Central Peripheral Road', 'NH 08', 'Pataudi Road', 'Delhi Public School Sector 84', 'DPG Institute of Technology', 'Genesis Hospital Sector 84', 'Indira Gandhi International Airport', 'Imt Manesar', 'Holiday Inn Hotel Sector 90', 'SkyJumper Trampoline Park', 'Nakhrola Stadium Sector 81A'] |
| 8 | 1.0 | 2 | 3.0 | 2 | 1 | 2.0 | 1.64 | 9814.0 | 1671 | 6 | 26 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 85 | 165 | Situated in sector 85 gurgaon, ss the leaf is a well planned society that offers a pleasant living experience to its residents. This 2 bhk flat in gurgaon is your opportunity to be a part of this community. This is a west-Facing property. Containing 2 bedroom(s), 3 bathrooms and 2 balconies, this flat is spread over a super built up area of 1671 sq.Ft. The residential building has 26 floors in total and the flat for sale is located on the 6th floor. As the project is already ready to move, so you can easily move into this 1-5 years old property. The marble flooring of this flat is beautifully designed and helps to give it a pleasing look. This residential property is situated near close to school, close to market and close to hospital. Ss the leaf is designed very well to provide modern facilities such as swimming pool, security personnel, maintenance staff, shopping centre, club house / community center, cctv surveillance, fitness centre / gym, park, lift(s), visitor parking and water softening plant. The project provides access to clean water through borewell/tank supply. eternity home exchange ss the leaf ['Sapphire 83 Mall', 'Dwarka Expressway', 'Central Peripheral Road', 'NH 08', 'Pataudi Road', 'Delhi Public School Sector 84', 'DPG Institute of Technology', 'Genesis Hospital Sector 84', 'Indira Gandhi International Airport', 'Imt Manesar', 'Holiday Inn Hotel Sector 90', 'SkyJumper Trampoline Park', 'Nakhrola Stadium Sector 81A'] |
| 9 | 1.0 | 2 | 2.0 | 2 | 1 | 2.0 | 1.75 | 17156.0 | 1020 | 4 | 12 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 3 | 65 | 44 | Emaar mgf emerald estate is one of the most popular destination for buying apartments/ flats in sector 65 gurgaon. You too can be a part of this society by purchasing this 2 bhk flat here. The flat is facing the west direction. The floor plan additionally contains 2 bedroom(s), 2 bathrooms and 2 balconies. All in all, the flat is spread over a super built up area of 1020 sq.Ft. This flat is situated on the 3rd floor of this 12 floors tall residential building. As the project is already ready to move, so you can easily move into this 1-5 years old property. The floor of this flat is beautifully designed using vitrified flooring, giving the flat an alluring look. The flat will offer a modern lifestyle as it is presented with many of the amenities such as swimming pool, grocery shop, shopping centre, club house / community center, fitness centre / gym, park, lift(s), maintenance staff and visitor parking. The housing society ensures a continuous supply of water to your flat from municipal corporation and borewell/tank. jmd properties emaar mgf emerald estate ['Sector 53-54 Metro Station', 'Central Plaza Mall', 'Golf Course Road', 'NH 148A', 'Lancers International School', 'Paras Hospitals, Gurgaon', 'Indira Gandhi Intl Airport', 'DLF Golf and Country Club'] |
| Facing | No_Bedroom | No_Bathroom | No_Balcony | Corner_Property | Furnishing | Price_in_Crore | price_Per_Sqft_converted | given_area_in_sqft | floor_number | total_floors | AreaType_Built-up Area | AreaType_Carpet Area | AreaType_Super Built-up Area | study room | servant room | store room | pooja room | Overlooking_others | Overlooking_main road | Overlooking_sea facing | Overlooking_club | Overlooking_park/garden | Overlooking_pool | Overlooking_lake facing | Overlooking_NA | flat_age | sector_num | luxury_score | Text_info | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12434 | 4.0 | 3 | 3.0 | 2 | 1 | 2.0 | 2.38 | 9916.0 | 2400 | 0 | 25 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 3 | 99 | 178 | Assotech blith is one of gurgaon's most sought after destination for apartments and this 3 bhk flat in sector 99 gurgaon is your opportunity to be a part of this community. The flat is facing the north-East direction. Containing 3 bedroom(s), 3 bathrooms and 2 balconies, this flat is spread over a c... vinod associates assotech blith ['Ocus Medley Mall', 'Dwarka Expressway', 'Suncity School', 'SGT University', 'The Signature Advanced Super Speciality', 'Indira Gandhi International Airport', 'Basai Dhankot Railway Station', 'Skyview Corporate Park', 'Park Inn, Gurgaon', 'Tau DeviLal Sports Complex'] |
| 12435 | 0.0 | 3 | 3.0 | 2 | 1 | 2.0 | 2.40 | 10000.0 | 2400 | 7 | 25 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 99 | 178 | This beautiful 3 bhk flat in sector 99 gurgaon is situated in assotech blith, one of the popular residential society in gurgaon. This property faces the east direction. The floor plan additionally contains 3 bedroom(s), 3 bathrooms and 2 balconies. All in all, the flat is spread over a carpet area o... vinod associates assotech blith ['Ocus Medley Mall', 'Dwarka Expressway', 'Suncity School', 'SGT University', 'The Signature Advanced Super Speciality', 'Indira Gandhi International Airport', 'Basai Dhankot Railway Station', 'Skyview Corporate Park', 'Park Inn, Gurgaon', 'Tau DeviLal Sports Complex'] |
| 12436 | 0.0 | 3 | 4.0 | 4 | 1 | 2.0 | 3.40 | 18888.0 | 2660 | 14 | 19 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 3 | 81 | 99 | Bestech park view grand spa is one of gurgaon's most sought after destination for apartments and this 3 bhk flat in sector 81 gurgaon is your opportunity to be a part of this community. This property faces the east direction. The floor plan additionally contains 3 bedroom(s), 4 bathrooms and more th... gre solutions bestech park view grand spa ['Sapphire 83 Mall', 'NH-8, IMT Manesar', 'Dwarka Expressway', "St. Xavier's High School", 'Spectra Hospital', 'Indira Gandhi International Airport', 'IMT Manesar', 'Hyatt Regency Gurgaon', 'SkyJumper Trampoline Park', 'National Tennis Academy'] |
| 12437 | 2.0 | 4 | 5.0 | 2 | 0 | 1.0 | 4.25 | 17081.0 | 2488 | 7 | 14 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 3 | 67 | 101 | Bestech park view spa next is one of gurgaon's most sought after destination for apartments and this 4 bhk flat in sector 67 gurgaon is your opportunity to be a part of this community. This property faces the north direction. Containing 4 bedroom(s), 5 bathrooms and 2 balconies, this flat is spread ... mg homes bestech park view spa next ['Omaxe City Centre Mall', 'Golf Course Extension Road', "St. Xavier's School", 'KIIT College of Engineering', 'Ektaa Hospital', 'Indira Gandhi International Airport', 'Surajgarh Gurgaon', 'Duke Horse Riding Club', 'Radisson Hotel Gurugram', 'SkyJumper Trampoline Park', 'HUDA Mini Golf Course', 'PVR Drive In Theater'] |
| 12438 | 0.0 | 4 | 6.0 | 4 | 1 | 1.0 | 15.80 | 41578.0 | 3800 | 2 | 17 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 48 | 180 | This 4 bhk flat is located in central park resorts, which houses some of the most spacious flats in sector 48 gurgaon. The flat is east-Facing. The floor plan additionally contains 4 bedroom(s), 6 bathrooms and more than 3 balconies. All in all, the flat is spread over a super built up area of 3800 ... radiance realtors central park resorts ['Huda Metro Station', 'Omaxe Celebration Mall', 'Iffco Chowk', 'GD Goenka Public School', 'Cambridge College Of Education', 'Gurugram University', 'Park Hospital', 'Indira Gandhi Int. Airport', 'Basai Dhankot'] |
| 12439 | 5.0 | 3 | 4.0 | 2 | 0 | 2.0 | 1.60 | 8938.0 | 1790 | 2 | 18 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 3 | 82 | 102 | Mapsko royal ville apartment in sector 82, gurgaon is a ready-To-Move property. It offers apartment in varied budget range. These units are a perfect combination of comfort and style, specifically designed to suit your requirements and conveniences. There are 3bhk apartments and 3bhk apartment avail... gre solutions mapsko royale ville ['Sapphire 83 Mall', 'Golf Course Ext Rd', "St. Xavier's High School", 'DPG Institute of Technology', 'Miracles Apollo Cradle', 'Indira Gandhi International Airport', 'Imt Manesar', 'Holiday Inn Gurugram Sector 90', 'SkyJumper Trampoline Park', 'Vishalgarh Farms', 'F9 Go Karting Gurgaon'] |
| 12440 | 2.0 | 3 | 3.0 | 2 | 1 | 2.0 | 2.90 | 16066.0 | 1805 | 4 | 14 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 4 | 49 | 144 | This 3 bhk flat is located in orchid petals, which houses some of the most spacious flats in sector 49 gurgaon. This is a north-Facing property. Containing 3 bedroom(s), 3 bathrooms and 2 balconies, this flat is spread over a super built up area of 1805 sq.Ft. The residential building has 14 floors ... paras associates & developers orchid petals ['Sapphire Mall', 'Omaxe City Centre', 'BigBazaar', 'Sohna Rd', 'Kinder Care Playschool', 'Kangaroo Kids Preschool', 'shiv Mandir', 'Polaris Hospital', 'Medanta Hospital', 'Artemis Hospital', 'HDFC Bank', 'Radisson Hotel', 'SRS Cinemas'] |
| 12441 | 2.0 | 3 | 4.0 | 4 | 1 | 2.0 | 2.25 | 11255.0 | 1999 | 10 | 35 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 3 | 68 | 189 | This is a resale unit 3bhk + study + servant with all work done like :-Ac (5), fan (5), lights, wardrobe (4), modular kitchen with chimney and hobb also this is back facing + sun facing unit.Note we have a multiple options available in this society we are the oldest agent of this society so, i ha... ganganiya realtors pareena mi casa ['Sector 55-56 Metro Station', 'Airia Mall', 'NH 48', 'The Vivekananda School - Sector 69', 'Gurugram University', 'Park Hospital', 'Indira Gandhi International Airport', 'Gurgaon Railway Station', 'Spaze Corporate Park', 'Golden Greens Golf & Resorts Limited', 'Tau DeviLal Sports Complex'] |
| 12442 | 2.0 | 4 | 5.0 | 4 | 1 | 2.0 | 3.80 | 18765.0 | 2383 | 9 | 14 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 4 | 49 | 152 | Situated in block s sector 49 gurgaon, bestech park view city 2 is a well planned society that offers a pleasant living experience to its residents. This 4 bhk flat in gurgaon is your opportunity to be a part of this community. The flat occupies a super built up area of 2383 sq.Ft. That consists of ... paras associates & developers bestech park view city 2 ['Sector 55-56 Metro Station', 'Raheja Mall', 'Hong Kong Bazaar', 'Sohna Road', 'Delhi Jaipur Expressway', 'DAV Public School', 'Gurugram University', 'W Pratiksha Hospital', 'Indira Gandhi International Airport', 'Bestech Business Tower', 'Radisson Hotel Gurugram Sohna Road', 'HUDA Mini Golf Course', 'SkyJumper Trampoline Park Gurgaon', 'SCC Drive-In Cinema', 'Duke Horse Riding Club'] |
| 12443 | 5.0 | 4 | 4.0 | 4 | 1 | 2.0 | 6.50 | 27083.0 | 2810 | 8 | 20 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 4 | 43 | 76 | Looking for a 4 bhk property for sale in gurgaon? Buy this 4 bhk flat in dlf westend heights that is situated in dlf phase 5, gurgaon. The flat is north-West-Facing. Constructed on a super built up area of 2810 sq.Ft., the flat comprises 4 bedroom(s), 4 bathrooms and more than 3 balconies. This flat... gurgaon homes dlf westend heights ['Sector 53-54 metro station', 'Sector 42-43 metro station', 'The shopping mall', 'Hanuman Mandir', 'New Life Church', 'Hdfc ATM', 'Rbs ATM', 'Standard chartered ATM', 'Hdfc bank ATM', 'Citi bank ATM', 'Icici bank ATM', 'Paras Hospital Gurgaon', 'Arihant Hospital', 'Gupta', 'Marwah Clinic', 'The Dental Lounge', 'Guardian Pharmacy', 'Chikitsa', 'Bharat petroleum', 'Heera Fuel Station', 'HCG CNG Station', 'Hdfc bank & atm', 'Axis bank', 'Icici bank', 'Hdfc bank', 'Kotak mahindra bank', 'Indusind bank', 'Icici bank', 'Hdfc bank', 'Cafe Tonini', 'Sagar Ratna', "Carl's Jr.", 'Shophouse by Kylin', 'Starbucks', 'Clock tower', 'PWO house', 'Balaji Vegetarian Paradise', 'Naivedyam Restaurant', 'Burger Singh', 'The Chicken Boat', 'Wat-a-Burger', 'Bikanerwala', 'Stones2milestones', 'IILM', 'Iilm University', 'Two Horizon Center', 'Mantis Eye LLP', 'PK Online', 'Dawnbit', 'Ncr library'] |
Duplicate rows
Most frequently occurring
| Facing | No_Bedroom | No_Bathroom | No_Balcony | Corner_Property | Furnishing | Price_in_Crore | price_Per_Sqft_converted | given_area_in_sqft | floor_number | total_floors | AreaType_Built-up Area | AreaType_Carpet Area | AreaType_Super Built-up Area | study room | servant room | store room | pooja room | Overlooking_others | Overlooking_main road | Overlooking_sea facing | Overlooking_club | Overlooking_park/garden | Overlooking_pool | Overlooking_lake facing | Overlooking_NA | flat_age | sector_num | luxury_score | Text_info | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2.0 | 2 | 2.0 | 2 | 1 | 3.0 | 1.30 | 9923.0 | 1310 | 8 | 13 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 3 | 91 | 114 | Its fantastic design, ultimate green space, open to sky, word class modern amenities, superb designed by developer, finest club house in the vicinity. Top of the world style living g prop tarc maceo ['Manish Gallexie 91', 'Dwarka Expressway', 'Rao Bharat Singh International School', 'Dronacharya College of Engineering', 'Silver Streak Multi Speciality Hospital', 'Indira Gandhi International Airport', 'IMT Manesar', 'Holiday Inn Sector 90', 'Manesar Golf Course', 'National Tennis Academy'] | 2 |
| 1 | 2.0 | 2 | 2.0 | 3 | 0 | 2.0 | 1.80 | 9146.0 | 1640 | 16 | 26 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 85 | 70 | Spacious rooms in a prime society of new gurgaon. Easy access to all important places. smarthomes realtors ss the leaf ['Sapphire 83 Mall', 'Dwarka Expressway', 'Central Peripheral Road', 'NH 08', 'Pataudi Road', 'Delhi Public School Sector 84', 'DPG Institute of Technology', 'Genesis Hospital Sector 84', 'Indira Gandhi International Airport', 'Imt Manesar', 'Holiday Inn Hotel Sector 90', 'SkyJumper Trampoline Park', 'Nakhrola Stadium Sector 81A'] | 2 |
| 2 | 4.0 | 4 | 4.0 | 4 | 1 | 2.0 | 4.28 | 17469.0 | 2450 | 28 | 35 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 2 | 104 | 182 | This 4 bhk apartment is available for sale in hero homes, one of the most prominent projects for flats in sector 104 gurgaon. Containing 4 bedroom(s), 4 bathrooms and more than 3 balconies, this flat is spread over a super built up area of 2450 sq.Ft. The residential building has 35 floors in total ... aastha estates hero homes ['Iffco Chowk Metro Station', 'Conscient One', 'Dwarka Expressway', 'Euro International School', 'The NorthCap University', 'Aryan Hospital', 'Indira Gandhi International Airport', 'Gurgaon Railway Station', 'Country Inn & Suites by Radisson', 'AapnoGhar Amusement Park', 'Hamoni Golf Camp', 'Tau DeviLal Sports Complex'] | 2 |